LTE schedulers

[krishna...@gmail.com]

Hello everyone,

The following schedulers are currently available in the NS-3 LTE module:

• ns3::PfFfMacScheduler

• ns3::RrFfMacScheduler

• ns3::TdMtFfMacScheduler

• ns3::TtaFfMacScheduler

• ns3::FdMtFfMacScheduler

• ns3::FdBetFfMacScheduler

• ns3::FdTbfqFfMacScheduler

• ns3::FdTbfqMbFfMacScheduler

• ns3::FdBetMbFfMacScheduler

Are there any AI/ML-based schedulers available for the LTE module, similar to ns3::NrMacSchedulerOfdmaAi in the NR module?

[압둘하미드이드리스]

As of now, the ns-3 LTE module does not include AI/ML-based schedulers like ns3::NrMacSchedulerOfdmaAi in the NR module. LTE mainly provides traditional schedulers such as PfFfMacScheduler, RrFfMacScheduler, TdMtFfMacScheduler, etc.

AI/ML scheduling for LTE is possible, but would require a custom implementation. You can:

1. Study how NrMacSchedulerOfdmaAi works in the NR module.

2. Extend an existing LTE scheduler to integrate ML models.

3. Test performance under various network conditions.

Some research has explored ML-based scheduling in ns-3, but there’s no official LTE implementation yet.

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[krishna...@gmail.com]

Any AI/ML scheduler header files available for the LTE module on GitHub like resources? (They might not be officially part of nsnam, but some research work has implemented ML-based LTE /LTE-A scheduling in ns-3.)